MCP Servers 332

Tables and ledgers checked by arithmetic, not by a model.

Claude Flow

io.github.ruvnet/claude-flow

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AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Codebase Memory

io.github.DeusData/codebase-memory-mcp

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Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Serena MCP: the IDE for your agent

io.github.oraios/serena

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A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

Claude Code Ultimate GuideNew

io.github.FlorianBruniaux/claude-code-guide

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Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.

agent-device

io.github.callstack/agent-device

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MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Basic Memory

io.github.basicmachines-co/basic-memory

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Local-first knowledge management with bi-directional LLM sync via Markdown files.

Persome

io.github.Intuition-Lab/personal-model

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Local-first personal memory and model server for trusted MCP agents on macOS.

Pm Claude Skills

io.github.mohitagw15856/pm-claude-skills

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1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.

LLM Sandbox

io.github.vndee/llm-sandbox

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Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

Agent Swarm

io.github.desplega-ai/agent-swarm

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Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Agent Harnesses

io.github.RyanAlberts/agent-harnesses

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Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery.

haiku.rag

io.github.ggozad/haiku-rag

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Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

Authorize consequential AI agent actions before execution

Local Rag

io.github.shinpr/mcp-local-rag

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Easy-to-setup local RAG server with minimal configuration

Agent Recall

io.github.Goldentrii/agent-recall

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Correction-first agent memory.

Ghost in the Droid

io.github.ghost-in-the-droid/android-agent

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Give any LLM agent a real Android or iPhone as its body.

Give your AI agents trusted access to the full Postman platform.

HeyClaude — Claude & AI workflow directory

io.github.JSONbored/heyclaude

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Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

Shodh Memory

io.github.varun29ankuS/shodh-memory

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Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Neural Memory

io.github.nhadaututtheky/neural-memory

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Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

MCP server for UI Beats.